Triple
T2523019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marquette Golden Eagles men's basketball |
E55566
|
entity |
| Predicate | studentSectionName |
P11244
|
FINISHED |
| Object |
The Marquette Maniacs
The Marquette Maniacs are the passionate student fan section known for creating an energetic home-court atmosphere at Marquette University men's basketball games.
|
E275964
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: The Marquette Maniacs | Statement: [Marquette Golden Eagles men's basketball, studentSectionName, The Marquette Maniacs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Marquette Maniacs Context triple: [Marquette Golden Eagles men's basketball, studentSectionName, The Marquette Maniacs]
-
A.
Traverse City Pit Spitters
The Traverse City Pit Spitters are a collegiate summer baseball team based in Traverse City, Michigan, competing in the Northwoods League and known for their fan-friendly atmosphere and cherry-themed branding.
-
B.
Hibbing Bluejackets
The Hibbing Bluejackets are the athletic teams representing Hibbing High School in interscholastic sports and competitions.
-
C.
Port Huron Prowlers
The Port Huron Prowlers are a professional minor league ice hockey team based in Port Huron, Michigan, competing in the Federal Prospects Hockey League.
-
D.
Fargo-Moorhead RedHawks
The Fargo-Moorhead RedHawks are an independent professional baseball team based in the Fargo–Moorhead metropolitan area, competing in the American Association of Professional Baseball.
-
E.
Iowa Barnstormers
The Iowa Barnstormers are a professional indoor football team best known as the early-career team of future Hall of Fame quarterback Kurt Warner.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: The Marquette Maniacs Triple: [Marquette Golden Eagles men's basketball, studentSectionName, The Marquette Maniacs]
Generated description
The Marquette Maniacs are the passionate student fan section known for creating an energetic home-court atmosphere at Marquette University men's basketball games.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Marquette Maniacs Target entity description: The Marquette Maniacs are the passionate student fan section known for creating an energetic home-court atmosphere at Marquette University men's basketball games.
-
A.
Traverse City Pit Spitters
The Traverse City Pit Spitters are a collegiate summer baseball team based in Traverse City, Michigan, competing in the Northwoods League and known for their fan-friendly atmosphere and cherry-themed branding.
-
B.
Hibbing Bluejackets
The Hibbing Bluejackets are the athletic teams representing Hibbing High School in interscholastic sports and competitions.
-
C.
Port Huron Prowlers
The Port Huron Prowlers are a professional minor league ice hockey team based in Port Huron, Michigan, competing in the Federal Prospects Hockey League.
-
D.
Fargo-Moorhead RedHawks
The Fargo-Moorhead RedHawks are an independent professional baseball team based in the Fargo–Moorhead metropolitan area, competing in the American Association of Professional Baseball.
-
E.
Iowa Barnstormers
The Iowa Barnstormers are a professional indoor football team best known as the early-career team of future Hall of Fame quarterback Kurt Warner.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd23a0a548190b44393e0f823f7a9 |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2ba96a0c819091efd6d4ccf95ea5 |
completed | March 9, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69af508c28f48190afc4aa1bc3c9adf3 |
completed | March 9, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5155f85081908dd4a1859d0f7907 |
completed | March 9, 2026, 11:01 p.m. |
Created at: March 6, 2026, 9:46 p.m.